Search

Search Results

• Statistical Spatially Inhomogeneous Diffusion Inference

  Yinuo Ren, Yiping Lu, Lexing Ying, Grant M. Rotskoff

  14820-14828

  2024-03-24

• Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation

  Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Xiao Shou

  12189-12197

  2023-06-26

• Automata Cascades: Expressivity and Sample Complexity

  Alessandro Ronca, Nadezda Alexandrovna Knorozova, Giuseppe De Giacomo

  9588-9595

  2023-06-26

• Causal Explanation Under Indeterminism: A Sampling Approach

  Christopher Merck, Samantha Kleinberg

  2016-02-21

• An Operator Theoretic Approach for Analyzing Sequence Neural Networks

  Ilan Naiman, Omri Azencot

  9268-9276

  2023-06-26

• Anytime User Engagement Prediction in Information Cascades for Arbitrary Observation Periods

  Akshay Aravamudan, Xi Zhang, Georgios C. Anagnostopoulos

  4999-5009

  2023-06-26

• SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition

  Rong Hu, Ling Chen, Shenghuan Miao, Xing Tang

  6012-6020

  2023-06-26

• Creating Interpretable Data-Driven Approaches for Remote Health Monitoring

  Alireza Ghods

  15712-15713

  2021-05-18

• Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees

  Yibo Wang, Wenhao Yang, Wei Jiang, Shiyin Lu, Bing Wang, Haihong Tang, Yuanyu Wan, Lijun Zhang

  15671-15679

  2024-03-24

• Outlier-Robust Convex Segmentation

  Itamar Katz, Koby Crammer

  2015-02-21

• Deep Modeling Complex Couplings within Financial Markets

  Wei Cao, Liang Hu, Longbing Cao

  2015-02-21

• Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling

  Yifei Zhang, Neng Gao, Cunqing Ma

  6612-6620

  2023-06-26

• Opposite Online Learning via Sequentially Integrated Stochastic Gradient Descent Estimators

  Wenhai Cui, Xiaoting Ji, Linglong Kong, Xiaodong Yan

  7270-7278

  2023-06-26

• Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification

  Lei Zhai, Shuyuan Yang, Yitong Li, Zhixi Feng, Zhihao Chang, Quanwei Gao

  16669-16677

  2024-03-24

• Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis

  Thi Kieu Khanh Ho, Narges Armanfard

  7866-7874

  2023-06-26

• Vector Quantized Bayesian Neural Network Inference for Data Streams

  Namuk Park, Taekyu Lee, Songkuk Kim

  9322-9330

  2021-05-18

• TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences

  Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao

  20491-20499

  2024-03-24

• Deep Contextual Clinical Prediction with Reverse Distillation

  Rohan Kodialam, Rebecca Boiarsky, Justin Lim, Aditya Sai, Neil Dixit, David Sontag

  249-258

  2021-05-18

• Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding

  Depeng Li, Tianqi Wang, Junwei Chen, Qining Ren, Kenji Kawaguchi, Zhigang Zeng

  13464-13473

  2024-03-24

• Spatio-Temporal Model for Wildlife Poaching Prediction Evaluated Through a Controlled Field Test in Uganda

  Shahrzad Gholami

  2018-04-29

• A Diffusion-Based Pre-training Framework for Crystal Property Prediction

  Zixing Song, Ziqiao Meng, Irwin King

  8993-9001

  2024-03-24

• Generative Planning with 3D-Vision Language Pre-training for End-to-End Autonomous Driving

  Tengpeng Li, Hanli Wang, Xianfei Li, Wenlong Liao, Tao He, Pai Peng

  4950-4958

  2025-04-11

• Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments

  Mario Leiva, Noel Ngu, Joshua Shay Kricheli, Aditya Taparia, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, John Corcoran, Gerardo Simari

  19216-19223

  2026-03-14

• Domain Generalized Medical Landmark Detection via Robust Boundary-Aware Pre-Training

  Haifan Gong, Yu Lu, Xiang Wan, Haofeng Li

  3140-3148

  2025-04-11

• Attacking Data Transforming Learners at Training Time

  Scott Alfeld, Ara Vartanian, Lucas Newman-Johnson, Benjamin I.P. Rubinstein

  3167-3174

  2019-07-17